Deep reinforcement learning for dynamic computation offloading and resource allocation in cache-assisted mobile edge computing systems

Intelligent and Converged Networks ◽

10.23919/icn.2020.0014 ◽

2020 ◽

Vol 1 (2) ◽

pp. 181-198

Author(s):

Samrat Nath ◽

Jingxian Wu

Keyword(s):

Resource Allocation ◽

Reinforcement Learning ◽

Edge Computing ◽

Computation Offloading ◽

Mobile Edge Computing ◽

Computing Systems ◽

Dynamic Computation

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Deep reinforcement learning-based computation offloading and resource allocation in security-aware mobile edge computing

Wireless Networks ◽

10.1007/s11276-021-02643-w ◽

2021 ◽

Author(s):

H. C. Ke ◽

H. Wang ◽

H. W. Zhao ◽

W. J. Sun

Keyword(s):

Resource Allocation ◽

Reinforcement Learning ◽

Edge Computing ◽

Computation Offloading ◽

Mobile Edge Computing

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Joint computation offloading and resource allocation for NOMA-based multi-access mobile edge computing systems

Computer Networks ◽

10.1016/j.comnet.2021.108256 ◽

2021 ◽

pp. 108256

Author(s):

Zhilan Wan ◽

Ding Xu ◽

Dahu Xu ◽

Ishtiaq Ahmad

Keyword(s):

Resource Allocation ◽

Edge Computing ◽

Computation Offloading ◽

Mobile Edge Computing ◽

Computing Systems ◽

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Cooperative Computation Offloading and Resource Allocation for Blockchain-Enabled Mobile-Edge Computing: A Deep Reinforcement Learning Approach

IEEE Internet of Things Journal ◽

10.1109/jiot.2019.2961707 ◽

2020 ◽

Vol 7 (7) ◽

pp. 6214-6228 ◽

Author(s):

Jie Feng ◽

F. Richard Yu ◽

Qingqi Pei ◽

Xiaoli Chu ◽

Jianbo Du ◽

...

Keyword(s):

Resource Allocation ◽

Reinforcement Learning ◽

Edge Computing ◽

Computation Offloading ◽

Learning Approach ◽

Mobile Edge Computing ◽

Cooperative Computation

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Dynamic Computation Offloading and Resource Allocation for Multi-user Mobile Edge Computing

GLOBECOM 2020 - 2020 IEEE Global Communications Conference ◽

10.1109/globecom42002.2020.9348161 ◽

2020 ◽

Author(s):

Samrat Nath ◽

Jingxian Wu

Keyword(s):

Resource Allocation ◽

Edge Computing ◽

Computation Offloading ◽

Mobile Edge Computing ◽

Dynamic Computation

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Multiple Energy Harvesting Devices Enabled Joint Computation Offloading and Dynamic Resource Allocation for Mobile-Edge Computing Systems

2019 IEEE International Conference on Web Services (ICWS) ◽

10.1109/icws.2019.00035 ◽

2019 ◽

Author(s):

Wei Du ◽

Qiwang Lei ◽

Qiang He ◽

Wei Liu ◽

Feifei Chen ◽

...

Keyword(s):

Resource Allocation ◽

Energy Harvesting ◽

Edge Computing ◽

Dynamic Resource Allocation ◽

Computation Offloading ◽

Mobile Edge Computing ◽

Computing Systems ◽

Dynamic Resource ◽

Energy Harvesting Devices

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Dynamic Computation Offloading and Resource Allocation over Mobile Edge Computing Networks with Energy Harvesting Capability

2018 IEEE International Conference on Communications (ICC) ◽

10.1109/icc.2018.8422096 ◽

2018 ◽

Author(s):

Fei Wang ◽

Xi Zhang

Keyword(s):

Resource Allocation ◽

Energy Harvesting ◽

Edge Computing ◽

Computation Offloading ◽

Mobile Edge Computing ◽

Dynamic Computation

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Joint Service Caching, Computation Offloading and Resource Allocation in Mobile Edge Computing Systems

IEEE Transactions on Wireless Communications ◽

10.1109/twc.2021.3066650 ◽

2021 ◽

pp. 1-1

Author(s):

Guanglin Zhang ◽

Shun Zhang ◽

Wenqian Zhang ◽

Zhirong Shen ◽

Lin Wang

Keyword(s):

Resource Allocation ◽

Edge Computing ◽

Computation Offloading ◽

Mobile Edge Computing ◽

Computing Systems

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Partial Computation Offloading in NOMA-Assisted Mobile Edge Computing Systems Using Deep Reinforcement Learning

IEEE Internet of Things Journal ◽

10.1109/jiot.2021.3064995 ◽

2021 ◽

pp. 1-1

Author(s):

Van Dat Tuong ◽

Thanh Phung Truong ◽

The-Vi Nguyen ◽

Wonjong Noh ◽

Sungrae Cho

Keyword(s):

Reinforcement Learning ◽

Edge Computing ◽

Computation Offloading ◽

Mobile Edge Computing ◽

Computing Systems

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Deep Reinforcement Learning for Computation Offloading and Resource Allocation in Blockchain-Based Multi-UAV-Enabled Mobile Edge Computing

2020 17th International Computer Conference on Wavelet Active Media Technology and Information Processing (ICCWAMTIP) ◽

10.1109/iccwamtip51612.2020.9317445 ◽

2020 ◽

Author(s):

Abegaz Mohammed ◽

Hayla Nahom ◽

Ayall Tewodros ◽

Yasin Habtamu ◽

Gebrye Hayelom

Keyword(s):

Resource Allocation ◽

Reinforcement Learning ◽

Edge Computing ◽

Computation Offloading ◽

Mobile Edge Computing ◽

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Dynamic Computation Offloading for MIMO Mobile Edge Computing Systems with Energy Harvesting

IEEE Transactions on Vehicular Technology ◽

10.1109/tvt.2021.3075018 ◽

2021 ◽

pp. 1-1

Author(s):

Wen Zhou ◽

Ling Xing ◽

Junjuan Xia ◽

Lisheng Fan ◽

Arumugam Nallanathan

Keyword(s):

Energy Harvesting ◽

Edge Computing ◽

Computation Offloading ◽

Mobile Edge Computing ◽

Computing Systems ◽

Dynamic Computation

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